Causal formulation discovery.
The Neopoly Formulation algorithm leverages experimental data to build causal models that help you find the optimal chemical formulation.
PREDICT
Find your optimal formulation by predicting properties with different chemicals and ratios.
Chemical formulations introduce a new challenge to the Neopoly-Molecule algorithm; the presence of multiple molecules makes modeling probability distributions more memory intensive. The Neopoly-Formulation algorithm instead uses functional equations to govern the causal mechanisms between nodes. Intervene the causal model with different chemical constituents and ratios, then query the properties of your formulation and optimize it.